Quality_Test

Dataset statistics

Number of variables	25
Number of observations	4185749
Missing cells	39486179
Missing cells (%)	37.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	4.5 GiB
Average record size in memory	1.1 KiB

Variable types

Numeric	4
DateTime	2
Text	9
Categorical	10

Alerts

`DRIVER_LICENSE_STATUS` is highly imbalanced (86.5%)	Imbalance
`VEHICLE_DAMAGE_3` is highly imbalanced (53.9%)	Imbalance
`PUBLIC_PROPERTY_DAMAGE` is highly imbalanced (63.5%)	Imbalance
`STATE_REGISTRATION` has 305429 (7.3%) missing values	Missing
`VEHICLE_TYPE` has 237271 (5.7%) missing values	Missing
`VEHICLE_MAKE` has 1881778 (45.0%) missing values	Missing
`VEHICLE_MODEL` has 4134369 (98.8%) missing values	Missing
`VEHICLE_YEAR` has 1901490 (45.4%) missing values	Missing
`TRAVEL_DIRECTION` has 1668118 (39.9%) missing values	Missing
`VEHICLE_OCCUPANTS` has 1782928 (42.6%) missing values	Missing
`DRIVER_SEX` has 2221537 (53.1%) missing values	Missing
`DRIVER_LICENSE_STATUS` has 2310803 (55.2%) missing values	Missing
`DRIVER_LICENSE_JURISDICTION` has 2306176 (55.1%) missing values	Missing
`PRE_CRASH` has 921425 (22.0%) missing values	Missing
`POINT_OF_IMPACT` has 1701246 (40.6%) missing values	Missing
`VEHICLE_DAMAGE` has 1725730 (41.2%) missing values	Missing
`VEHICLE_DAMAGE_1` has 2601039 (62.1%) missing values	Missing
`VEHICLE_DAMAGE_2` has 2991845 (71.5%) missing values	Missing
`VEHICLE_DAMAGE_3` has 3270248 (78.1%) missing values	Missing
`PUBLIC_PROPERTY_DAMAGE` has 1528858 (36.5%) missing values	Missing
`PUBLIC_PROPERTY_DAMAGE_TYPE` has 4159532 (99.4%) missing values	Missing
`CONTRIBUTING_FACTOR_1` has 148303 (3.5%) missing values	Missing
`CONTRIBUTING_FACTOR_2` has 1688054 (40.3%) missing values	Missing
`VEHICLE_YEAR` is highly skewed (γ1 = 55.36312215)	Skewed
`VEHICLE_OCCUPANTS` is highly skewed (γ1 = 1088.274577)	Skewed
`UNIQUE_ID` has unique values	Unique
`VEHICLE_OCCUPANTS` has 412632 (9.9%) zeros	Zeros

Reproduction

Analysis started	2024-05-07 03:20:16.540189
Analysis finished	2024-05-07 03:22:46.485263
Duration	2 minutes and 29.95 seconds
Software version	ydata-profiling vv4.7.0
Download configuration	config.json

UNIQUE_ID
Real number (ℝ)

UNIQUE

Distinct	4185749
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16558039

Minimum	111711
Maximum	20645072
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.9 MiB

Quantile statistics

Minimum	111711
5-th percentile	9673053.4
Q1	14562233
median	17550710
Q3	19117378
95-th percentile	20417546
Maximum	20645072
Range	20533361
Interquartile range (IQR)	4555145

Descriptive statistics

Standard deviation	3350117
Coefficient of variation (CV)	0.2023257
Kurtosis	-0.38117072
Mean	16558039
Median Absolute Deviation (MAD)	2475734
Skewness	-0.80951018
Sum	6.9307797 × 10¹³
Variance	1.1223284 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10385780	1	< 0.1%
19089622	1	< 0.1%
19016024	1	< 0.1%
17681000	1	< 0.1%
17620013	1	< 0.1%
17133151	1	< 0.1%
17632013	1	< 0.1%
17573075	1	< 0.1%
18705606	1	< 0.1%
18952545	1	< 0.1%
Other values (4185739)	4185739	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
111711	1	< 0.1%
111712	1	< 0.1%
115530	1	< 0.1%
115531	1	< 0.1%
120620	1	< 0.1%
123422	1	< 0.1%
123423	1	< 0.1%
199289	1	< 0.1%
199290	1	< 0.1%
199291	1	< 0.1%

Value	Count	Frequency (%)
20645072	1	< 0.1%
20645071	1	< 0.1%
20645049	1	< 0.1%
20645048	1	< 0.1%
20645047	1	< 0.1%
20645040	1	< 0.1%
20645039	1	< 0.1%
20645038	1	< 0.1%
20645037	1	< 0.1%
20645036	1	< 0.1%

COLLISION_ID
Real number (ℝ)

Distinct	2083567
Distinct (%)	49.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3181329.3

Minimum	22
Maximum	4722272
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.9 MiB

Quantile statistics

Minimum	22
5-th percentile	108378.4
Q1	3163427
median	3687323
Q3	4207061
95-th percentile	4618128.6
Maximum	4722272
Range	4722250
Interquartile range (IQR)	1043634

Descriptive statistics

Standard deviation	1497302
Coefficient of variation (CV)	0.47065295
Kurtosis	0.041194458
Mean	3181329.3
Median Absolute Deviation (MAD)	521814
Skewness	-1.2467723
Sum	1.3316246 × 10¹³
Variance	2.2419134 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4691158	42	< 0.1%
4539133	40	< 0.1%
4275782	25	< 0.1%
3925685	22	< 0.1%
4541337	22	< 0.1%
4324675	22	< 0.1%
306480	21	< 0.1%
4625450	20	< 0.1%
4578189	19	< 0.1%
3187017	19	< 0.1%
Other values (2083557)	4185497	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
22	2	< 0.1%
23	2	< 0.1%
24	2	< 0.1%
25	2	< 0.1%
26	2	< 0.1%
27	2	< 0.1%
28	2	< 0.1%
29	2	< 0.1%
30	2	< 0.1%
31	2	< 0.1%

Value	Count	Frequency (%)
4722272	2	< 0.1%
4722270	2	< 0.1%
4722268	2	< 0.1%
4722265	1	< 0.1%
4722264	2	< 0.1%
4722263	2	< 0.1%
4722260	2	< 0.1%
4722259	1	< 0.1%
4722254	2	< 0.1%
4722253	2	< 0.1%

CRASH_DATE
Date

Distinct	4325
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	31.9 MiB

Minimum	2012-07-01 00:00:00
Maximum	2024-05-03 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

CRASH_TIME
Date

Distinct	1440
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	31.9 MiB

Minimum	2024-05-06 00:00:00
Maximum	2024-05-06 23:59:00

Histogram

Histogram with fixed size bins (bins=50)

VEHICLE_ID
Text

Distinct	2656924
Distinct (%)	63.5%
Missing	0
Missing (%)	0.0%
Memory size	309.5 MiB

Length

Max length	36
Median length	36
Mean length	20.543244
Min length	1

Characters and Unicode

Total characters	85988861
Distinct characters	17
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2656905 ?
Unique (%)	63.5%

Sample

1st row	1
2nd row	0553ab4d-9500-4cba-8d98-f4d7f89d5856
3rd row	2
4th row	1
5th row	1

Value	Count	Frequency (%)
1	769061	18.4%
2	694883	16.6%
3	50530	1.2%
4	10398	0.2%
5	2608	0.1%
6	791	< 0.1%
7	281	< 0.1%
8	130	< 0.1%
9	69	< 0.1%
10	36	< 0.1%
Other values (2656914)	2656962	63.5%

Most occurring characters

Value	Count	Frequency (%)
-	9127904	10.6%
4	6791276	7.9%
1	5374630	6.3%
2	5213477	6.1%
8	5067349	5.9%
9	5064080	5.9%
b	4853328	5.6%
a	4845628	5.6%
3	4552258	5.3%
5	4501708	5.2%
Other values (7)	30597223	35.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	85988861	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
-	9127904	10.6%
4	6791276	7.9%
1	5374630	6.3%
2	5213477	6.1%
8	5067349	5.9%
9	5064080	5.9%
b	4853328	5.6%
a	4845628	5.6%
3	4552258	5.3%
5	4501708	5.2%
Other values (7)	30597223	35.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	85988861	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
-	9127904	10.6%
4	6791276	7.9%
1	5374630	6.3%
2	5213477	6.1%
8	5067349	5.9%
9	5064080	5.9%
b	4853328	5.6%
a	4845628	5.6%
3	4552258	5.3%
5	4501708	5.2%
Other values (7)	30597223	35.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	85988861	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
-	9127904	10.6%
4	6791276	7.9%
1	5374630	6.3%
2	5213477	6.1%
8	5067349	5.9%
9	5064080	5.9%
b	4853328	5.6%
a	4845628	5.6%
3	4552258	5.3%
5	4501708	5.2%
Other values (7)	30597223	35.6%

STATE_REGISTRATION
Text

MISSING

Distinct	82
Distinct (%)	< 0.1%
Missing	305429
Missing (%)	7.3%
Memory size	227.7 MiB

Length

Max length	2
Median length	2
Mean length	1.9999997
Min length	1

Characters and Unicode

Total characters	7760639
Distinct characters	26
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	< 0.1%

Sample

1st row	NY
2nd row	NY
3rd row	NY
4th row	NY
5th row	NY

Value	Count	Frequency (%)
ny	3232331	83.3%
nj	236709	6.1%
pa	86926	2.2%
fl	47820	1.2%
ct	43817	1.1%
va	19244	0.5%
ma	18362	0.5%
md	18150	0.5%
nc	17039	0.4%
ga	14182	0.4%
Other values (72)	145740	3.8%

Most occurring characters

Value	Count	Frequency (%)
N	3513550	45.3%
Y	3233546	41.7%
J	236709	3.1%
A	160691	2.1%
P	87944	1.1%
C	76227	1.0%
T	65899	0.8%
L	62048	0.8%
M	49564	0.6%
F	48230	0.6%
Other values (16)	226231	2.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7760639	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	3513550	45.3%
Y	3233546	41.7%
J	236709	3.1%
A	160691	2.1%
P	87944	1.1%
C	76227	1.0%
T	65899	0.8%
L	62048	0.8%
M	49564	0.6%
F	48230	0.6%
Other values (16)	226231	2.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7760639	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	3513550	45.3%
Y	3233546	41.7%
J	236709	3.1%
A	160691	2.1%
P	87944	1.1%
C	76227	1.0%
T	65899	0.8%
L	62048	0.8%
M	49564	0.6%
F	48230	0.6%
Other values (16)	226231	2.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7760639	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	3513550	45.3%
Y	3233546	41.7%
J	236709	3.1%
A	160691	2.1%
P	87944	1.1%
C	76227	1.0%
T	65899	0.8%
L	62048	0.8%
M	49564	0.6%
F	48230	0.6%
Other values (16)	226231	2.9%

VEHICLE_TYPE
Text

MISSING

Distinct	2725
Distinct (%)	0.1%
Missing	237271
Missing (%)	5.7%
Memory size	284.3 MiB

Length

Max length	38
Median length	30
Mean length	16.576971
Min length	1

Characters and Unicode

Total characters	65453806
Distinct characters	75
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1652 ?
Unique (%)	< 0.1%

Sample

1st row	PASSENGER VEHICLE
2nd row	Station Wagon/Sport Utility Vehicle
3rd row	TAXI
4th row	PASSENGER VEHICLE
5th row	PASSENGER VEHICLE

Value	Count	Frequency (%)
vehicle	1626128	17.6%
utility	1173683	12.7%
station	1173610	12.7%
sedan	1126807	12.2%
wagon/sport	835682	9.1%
passenger	770775	8.4%
	340727	3.7%
wagon	338047	3.7%
sport	337927	3.7%
truck	177854	1.9%
Other values (1445)	1311969	14.2%

Most occurring characters

Value	Count	Frequency (%)
	5264731	8.0%
S	5055296	7.7%
t	4247518	6.5%
i	3601749	5.5%
E	3408377	5.2%
e	2990202	4.6%
a	2975013	4.5%
n	2840400	4.3%
o	2668562	4.1%
T	2162950	3.3%
Other values (65)	30239008	46.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	65453806	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	5264731	8.0%
S	5055296	7.7%
t	4247518	6.5%
i	3601749	5.5%
E	3408377	5.2%
e	2990202	4.6%
a	2975013	4.5%
n	2840400	4.3%
o	2668562	4.1%
T	2162950	3.3%
Other values (65)	30239008	46.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	65453806	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	5264731	8.0%
S	5055296	7.7%
t	4247518	6.5%
i	3601749	5.5%
E	3408377	5.2%
e	2990202	4.6%
a	2975013	4.5%
n	2840400	4.3%
o	2668562	4.1%
T	2162950	3.3%
Other values (65)	30239008	46.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	65453806	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	5264731	8.0%
S	5055296	7.7%
t	4247518	6.5%
i	3601749	5.5%
E	3408377	5.2%
e	2990202	4.6%
a	2975013	4.5%
n	2840400	4.3%
o	2668562	4.1%
T	2162950	3.3%
Other values (65)	30239008	46.2%

VEHICLE_MAKE
Text

MISSING

Distinct	12874
Distinct (%)	0.6%
Missing	1881778
Missing (%)	45.0%
Memory size	210.6 MiB

Length

Max length	52
Median length	13
Mean length	12.693347
Min length	1

Characters and Unicode

Total characters	29245103
Distinct characters	80
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9000 ?
Unique (%)	0.4%

Sample

1st row	TOYT -CAR/SUV
2nd row	MERZ -CAR/SUV
3rd row	FRHT-TRUCK/BUS
4th row	FORD -CAR/SUV
5th row	VOLK -CAR/SUV

Value	Count	Frequency (%)
car/suv	2073789	46.9%
toyt	394420	8.9%
hond	286537	6.5%
niss	233661	5.3%
ford	200368	4.5%
chev	110723	2.5%
hyun	82015	1.9%
bmw	78101	1.8%
merz	76151	1.7%
jeep	75264	1.7%
Other values (6814)	812645	18.4%

Most occurring characters

Value	Count	Frequency (%)
S	2819603	9.6%
R	2667135	9.1%
U	2560537	8.8%
C	2525143	8.6%
A	2311261	7.9%
V	2260432	7.7%
-	2214931	7.6%
/	2204446	7.5%
	2119703	7.2%
O	1060624	3.6%
Other values (70)	6501288	22.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	29245103	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
S	2819603	9.6%
R	2667135	9.1%
U	2560537	8.8%
C	2525143	8.6%
A	2311261	7.9%
V	2260432	7.7%
-	2214931	7.6%
/	2204446	7.5%
	2119703	7.2%
O	1060624	3.6%
Other values (70)	6501288	22.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	29245103	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
S	2819603	9.6%
R	2667135	9.1%
U	2560537	8.8%
C	2525143	8.6%
A	2311261	7.9%
V	2260432	7.7%
-	2214931	7.6%
/	2204446	7.5%
	2119703	7.2%
O	1060624	3.6%
Other values (70)	6501288	22.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	29245103	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
S	2819603	9.6%
R	2667135	9.1%
U	2560537	8.8%
C	2525143	8.6%
A	2311261	7.9%
V	2260432	7.7%
-	2214931	7.6%
/	2204446	7.5%
	2119703	7.2%
O	1060624	3.6%
Other values (70)	6501288	22.2%

VEHICLE_MODEL
Text

MISSING

Distinct	2429
Distinct (%)	4.7%
Missing	4134369
Missing (%)	98.8%
Memory size	129.3 MiB

Length

Max length	25
Median length	8
Mean length	7.5591086
Min length	1

Characters and Unicode

Total characters	388387
Distinct characters	73
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1327 ?
Unique (%)	2.6%

Sample

1st row	TOYT 4RN
2nd row	FORD ZZZ
3rd row	TRUCK TRADE
4th row	DODG CHA
5th row	town and country

Value	Count	Frequency (%)
zzz	9213	9.7%
toyt	8644	9.1%
hond	5999	6.3%
niss	5220	5.5%
ford	4930	5.2%
cam	3092	3.3%
chev	2681	2.8%
acc	1899	2.0%
hyun	1575	1.7%
alt	1532	1.6%
Other values (1769)	50052	52.8%

Most occurring characters

Value	Count	Frequency (%)
	43457	11.2%
Z	32695	8.4%
T	27048	7.0%
O	25820	6.6%
C	22245	5.7%
N	21375	5.5%
S	18775	4.8%
A	17553	4.5%
D	17438	4.5%
R	16184	4.2%
Other values (63)	145797	37.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	388387	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	43457	11.2%
Z	32695	8.4%
T	27048	7.0%
O	25820	6.6%
C	22245	5.7%
N	21375	5.5%
S	18775	4.8%
A	17553	4.5%
D	17438	4.5%
R	16184	4.2%
Other values (63)	145797	37.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	388387	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	43457	11.2%
Z	32695	8.4%
T	27048	7.0%
O	25820	6.6%
C	22245	5.7%
N	21375	5.5%
S	18775	4.8%
A	17553	4.5%
D	17438	4.5%
R	16184	4.2%
Other values (63)	145797	37.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	388387	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	43457	11.2%
Z	32695	8.4%
T	27048	7.0%
O	25820	6.6%
C	22245	5.7%
N	21375	5.5%
S	18775	4.8%
A	17553	4.5%
D	17438	4.5%
R	16184	4.2%
Other values (63)	145797	37.5%

VEHICLE_YEAR
Real number (ℝ)

MISSING SKEWED

Distinct	321
Distinct (%)	< 0.1%
Missing	1901490
Missing (%)	45.4%
Infinite	0
Infinite (%)	0.0%
Mean	2015.1493

Minimum	1000
Maximum	20063
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	31.9 MiB

Quantile statistics

Minimum	1000
5-th percentile	2001
Q1	2008
median	2014
Q3	2017
95-th percentile	2020
Maximum	20063
Range	19063
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	148.32851
Coefficient of variation (CV)	0.073606707
Kurtosis	3275.7836
Mean	2015.1493
Median Absolute Deviation (MAD)	3
Skewness	55.363122
Sum	4.603123 × 10⁹
Variance	22001.346
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2016	221129	5.3%
2015	218791	5.2%
2017	200176	4.8%
2014	161252	3.9%
2013	137632	3.3%
2018	137172	3.3%
2012	109886	2.6%
2011	98656	2.4%
2019	96930	2.3%
2007	90282	2.2%
Other values (311)	812353	19.4%
(Missing)	1901490	45.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1000	1	< 0.1%
1111	2	< 0.1%
1900	7	< 0.1%
1920	2	< 0.1%
1921	1	< 0.1%
1923	1	< 0.1%
1926	1	< 0.1%
1930	1	< 0.1%
1931	1	< 0.1%
1932	1	< 0.1%

Value	Count	Frequency (%)
20063	1	< 0.1%
20015	2	< 0.1%
20009	1	< 0.1%
20003	1	< 0.1%
19969	1	< 0.1%
9999	728	< 0.1%
9972	1	< 0.1%
9699	1	< 0.1%
9019	1	< 0.1%
8888	1	< 0.1%

TRAVEL_DIRECTION
Categorical

MISSING

Distinct	15
Distinct (%)	< 0.1%
Missing	1668118
Missing (%)	39.9%
Memory size	250.2 MiB

West	578302
East	576123
North	575683
South	569823
Unknown	83866
Other values (10)	133834

Length

Max length	9
Median length	7
Mean length	4.8151703
Min length	1

Characters and Unicode

Total characters	12122822
Distinct characters	17
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	North
2nd row	East
3rd row	East
4th row	Southwest
5th row	South

Common Values

Value	Count	Frequency (%)
West	578302	13.8%
East	576123	13.8%
North	575683	13.8%
South	569823	13.6%
Unknown	83866	2.0%
Northeast	35085	0.8%
Southeast	33374	0.8%
Southwest	32658	0.8%
Northwest	30970	0.7%
-	1003	< 0.1%
Other values (5)	744	< 0.1%
(Missing)	1668118	39.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
west	578302	23.0%
east	576123	22.9%
north	575683	22.9%
south	569823	22.6%
unknown	83866	3.3%
northeast	35085	1.4%
southeast	33374	1.3%
southwest	32658	1.3%
northwest	30970	1.2%
	1003	< 0.1%
Other values (5)	744	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
t	2564105	21.2%
o	1361459	11.2%
s	1286512	10.6%
h	1277593	10.5%
e	710389	5.9%
a	644582	5.3%
N	641915	5.3%
r	641738	5.3%
S	636061	5.2%
u	635855	5.2%
Other values (7)	1722613	14.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	12122822	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	2564105	21.2%
o	1361459	11.2%
s	1286512	10.6%
h	1277593	10.5%
e	710389	5.9%
a	644582	5.3%
N	641915	5.3%
r	641738	5.3%
S	636061	5.2%
u	635855	5.2%
Other values (7)	1722613	14.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	12122822	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	2564105	21.2%
o	1361459	11.2%
s	1286512	10.6%
h	1277593	10.5%
e	710389	5.9%
a	644582	5.3%
N	641915	5.3%
r	641738	5.3%
S	636061	5.2%
u	635855	5.2%
Other values (7)	1722613	14.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	12122822	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	2564105	21.2%
o	1361459	11.2%
s	1286512	10.6%
h	1277593	10.5%
e	710389	5.9%
a	644582	5.3%
N	641915	5.3%
r	641738	5.3%
S	636061	5.2%
u	635855	5.2%
Other values (7)	1722613	14.2%

VEHICLE_OCCUPANTS
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	133
Distinct (%)	< 0.1%
Missing	1782928
Missing (%)	42.6%
Infinite	0
Infinite (%)	0.0%
Mean	879.64076

Minimum	0
Maximum	1 × 10⁹
Zeros	412632
Zeros (%)	9.9%
Negative	0
Negative (%)	0.0%
Memory size	31.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	3
Maximum	1 × 10⁹
Range	1 × 10⁹
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	906508.38
Coefficient of variation (CV)	1030.5439
Kurtosis	1189444.3
Mean	879.64076
Median Absolute Deviation (MAD)	0
Skewness	1088.2746
Sum	2.1136193 × 10⁹
Variance	8.2175744 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1515162	36.2%
0	412632	9.9%
2	318900	7.6%
3	91605	2.2%
4	38149	0.9%
5	13947	0.3%
6	4584	0.1%
7	2028	< 0.1%
8	1203	< 0.1%
9	843	< 0.1%
Other values (123)	3768	0.1%
(Missing)	1782928	42.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	412632	9.9%
1	1515162	36.2%
2	318900	7.6%
3	91605	2.2%
4	38149	0.9%
5	13947	0.3%
6	4584	0.1%
7	2028	< 0.1%
8	1203	< 0.1%
9	843	< 0.1%

Value	Count	Frequency (%)
999999999	1	< 0.1%
981990849	1	< 0.1%
99999999	1	< 0.1%
9999999	2	< 0.1%
5292023	1	< 0.1%
999999	3	< 0.1%
99999	3	< 0.1%
24260	1	< 0.1%
9999	16	< 0.1%
2017	2	< 0.1%

DRIVER_SEX
Categorical

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	2221537
Missing (%)	53.1%
Memory size	244.2 MiB

M	1453033
F	502957
U	8222

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1964212
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	M
2nd row	M
3rd row	M
4th row	F
5th row	M

Common Values

Value	Count	Frequency (%)
M	1453033	34.7%
F	502957	12.0%
U	8222	0.2%
(Missing)	2221537	53.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
m	1453033	74.0%
f	502957	25.6%
u	8222	0.4%

Most occurring characters

Value	Count	Frequency (%)
M	1453033	74.0%
F	502957	25.6%
U	8222	0.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1964212	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
M	1453033	74.0%
F	502957	25.6%
U	8222	0.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1964212	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
M	1453033	74.0%
F	502957	25.6%
U	8222	0.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1964212	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
M	1453033	74.0%
F	502957	25.6%
U	8222	0.4%

DRIVER_LICENSE_STATUS
Categorical

IMBALANCE MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	2310803
Missing (%)	55.2%
Memory size	257.3 MiB

Licensed	1820880
Unlicensed	37378
Permit	16688

Length

Max length	10
Median length	8
Mean length	8.02207
Min length	6

Characters and Unicode

Total characters	15040948
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Licensed
2nd row	Licensed
3rd row	Licensed
4th row	Licensed
5th row	Licensed

Common Values

Value	Count	Frequency (%)
Licensed	1820880	43.5%
Unlicensed	37378	0.9%
Permit	16688	0.4%
(Missing)	2310803	55.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
licensed	1820880	97.1%
unlicensed	37378	2.0%
permit	16688	0.9%

Most occurring characters

Value	Count	Frequency (%)
e	3733204	24.8%
n	1895636	12.6%
i	1874946	12.5%
c	1858258	12.4%
s	1858258	12.4%
d	1858258	12.4%
L	1820880	12.1%
U	37378	0.2%
l	37378	0.2%
P	16688	0.1%
Other values (3)	50064	0.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	15040948	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	3733204	24.8%
n	1895636	12.6%
i	1874946	12.5%
c	1858258	12.4%
s	1858258	12.4%
d	1858258	12.4%
L	1820880	12.1%
U	37378	0.2%
l	37378	0.2%
P	16688	0.1%
Other values (3)	50064	0.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	15040948	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	3733204	24.8%
n	1895636	12.6%
i	1874946	12.5%
c	1858258	12.4%
s	1858258	12.4%
d	1858258	12.4%
L	1820880	12.1%
U	37378	0.2%
l	37378	0.2%
P	16688	0.1%
Other values (3)	50064	0.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	15040948	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	3733204	24.8%
n	1895636	12.6%
i	1874946	12.5%
c	1858258	12.4%
s	1858258	12.4%
d	1858258	12.4%
L	1820880	12.1%
U	37378	0.2%
l	37378	0.2%
P	16688	0.1%
Other values (3)	50064	0.3%

DRIVER_LICENSE_JURISDICTION
Text

MISSING

Distinct	72
Distinct (%)	< 0.1%
Missing	2306176
Missing (%)	55.1%
Memory size	176.1 MiB

Length

Max length	8
Median length	2
Mean length	2.0027288
Min length	2

Characters and Unicode

Total characters	3764275
Distinct characters	30
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	< 0.1%

Sample

1st row	NY
2nd row	FL
3rd row	NY
4th row	NY
5th row	NY

Value	Count	Frequency (%)
ny	1619478	86.2%
nj	106707	5.7%
pa	33393	1.8%
ct	20922	1.1%
fl	19940	1.1%
md	10792	0.6%
nc	6626	0.4%
ma	6308	0.3%
ga	6221	0.3%
va	6180	0.3%
Other values (61)	43006	2.3%

Most occurring characters

Value	Count	Frequency (%)
N	1739716	46.2%
Y	1619873	43.0%
J	106708	2.8%
A	62189	1.7%
C	35669	0.9%
P	34039	0.9%
T	25654	0.7%
L	23016	0.6%
M	21899	0.6%
F	20260	0.5%
Other values (20)	75252	2.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3764275	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	1739716	46.2%
Y	1619873	43.0%
J	106708	2.8%
A	62189	1.7%
C	35669	0.9%
P	34039	0.9%
T	25654	0.7%
L	23016	0.6%
M	21899	0.6%
F	20260	0.5%
Other values (20)	75252	2.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3764275	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	1739716	46.2%
Y	1619873	43.0%
J	106708	2.8%
A	62189	1.7%
C	35669	0.9%
P	34039	0.9%
T	25654	0.7%
L	23016	0.6%
M	21899	0.6%
F	20260	0.5%
Other values (20)	75252	2.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3764275	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	1739716	46.2%
Y	1619873	43.0%
J	106708	2.8%
A	62189	1.7%
C	35669	0.9%
P	34039	0.9%
T	25654	0.7%
L	23016	0.6%
M	21899	0.6%
F	20260	0.5%
Other values (20)	75252	2.0%

PRE_CRASH
Categorical

MISSING

Distinct	19
Distinct (%)	< 0.1%
Missing	921425
Missing (%)	22.0%
Memory size	283.4 MiB

Going Straight Ahead	1598318
Parked	561177
Making Left Turn	201185
Making Right Turn	165325
Stopped in Traffic	150370
Other values (14)	587949

Length

Max length	26
Median length	24
Mean length	15.956158
Min length	6

Characters and Unicode

Total characters	52086070
Distinct characters	38
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Going Straight Ahead
2nd row	Going Straight Ahead
3rd row	Parked
4th row	Merging
5th row	Parked

Common Values

Value	Count	Frequency (%)
Going Straight Ahead	1598318	38.2%
Parked	561177	13.4%
Making Left Turn	201185	4.8%
Making Right Turn	165325	3.9%
Stopped in Traffic	150370	3.6%
Slowing or Stopping	115597	2.8%
Backing	111297	2.7%
Changing Lanes	95659	2.3%
Starting from Parking	53394	1.3%
Merging	53182	1.3%
Other values (9)	158820	3.8%
(Missing)	921425	22.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
going	1598318	19.7%
straight	1598318	19.7%
ahead	1598318	19.7%
parked	602057	7.4%
making	397088	4.9%
turn	397088	4.9%
left	202187	2.5%
in	166924	2.1%
right	166218	2.0%
traffic	163363	2.0%
Other values (23)	1223246	15.1%

Most occurring characters

Value	Count	Frequency (%)
i	4868299	9.3%
	4848801	9.3%
a	4823079	9.3%
g	4598754	8.8%
t	4085494	7.8%
n	3524362	6.8%
h	3493515	6.7%
r	3180051	6.1%
e	2784500	5.3%
d	2359762	4.5%
Other values (28)	13519453	26.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	52086070	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	4868299	9.3%
	4848801	9.3%
a	4823079	9.3%
g	4598754	8.8%
t	4085494	7.8%
n	3524362	6.8%
h	3493515	6.7%
r	3180051	6.1%
e	2784500	5.3%
d	2359762	4.5%
Other values (28)	13519453	26.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	52086070	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	4868299	9.3%
	4848801	9.3%
a	4823079	9.3%
g	4598754	8.8%
t	4085494	7.8%
n	3524362	6.8%
h	3493515	6.7%
r	3180051	6.1%
e	2784500	5.3%
d	2359762	4.5%
Other values (28)	13519453	26.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	52086070	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	4868299	9.3%
	4848801	9.3%
a	4823079	9.3%
g	4598754	8.8%
t	4085494	7.8%
n	3524362	6.8%
h	3493515	6.7%
r	3180051	6.1%
e	2784500	5.3%
d	2359762	4.5%
Other values (28)	13519453	26.0%

POINT_OF_IMPACT
Categorical

MISSING

Distinct	19
Distinct (%)	< 0.1%
Missing	1701246
Missing (%)	40.6%
Memory size	281.0 MiB

Center Front End	429564
Left Front Bumper	314480
Center Back End	299492
Right Front Bumper	277632
Right Front Quarter Panel	177706
Other values (14)	985629

Length

Max length	25
Median length	23
Mean length	17.77199
Min length	4

Characters and Unicode

Total characters	44154563
Distinct characters	34
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Left Front Bumper
2nd row	Right Front Bumper
3rd row	Left Front Quarter Panel
4th row	Center Front End
5th row	Right Rear Bumper

Common Values

Value	Count	Frequency (%)
Center Front End	429564	10.3%
Left Front Bumper	314480	7.5%
Center Back End	299492	7.2%
Right Front Bumper	277632	6.6%
Right Front Quarter Panel	177706	4.2%
Left Front Quarter Panel	175025	4.2%
Left Rear Quarter Panel	142767	3.4%
Left Side Doors	131452	3.1%
Left Rear Bumper	130652	3.1%
Right Side Doors	109876	2.6%
Other values (9)	295857	7.1%
(Missing)	1701246	40.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
front	1374407	17.4%
left	894376	11.3%
bumper	809576	10.3%
right	753628	9.6%
center	729056	9.2%
end	729056	9.2%
quarter	597100	7.6%
panel	597100	7.6%
rear	461833	5.9%
back	299492	3.8%
Other values (10)	643797	8.2%

Most occurring characters

Value	Count	Frequency (%)
	5404918	12.2%
e	5166730	11.7%
r	4866822	11.0%
t	4390163	9.9%
n	3432995	7.8%
a	2070255	4.7%
o	1922154	4.4%
u	1408443	3.2%
F	1374407	3.1%
R	1220430	2.8%
Other values (24)	12897246	29.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	44154563	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	5404918	12.2%
e	5166730	11.7%
r	4866822	11.0%
t	4390163	9.9%
n	3432995	7.8%
a	2070255	4.7%
o	1922154	4.4%
u	1408443	3.2%
F	1374407	3.1%
R	1220430	2.8%
Other values (24)	12897246	29.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	44154563	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	5404918	12.2%
e	5166730	11.7%
r	4866822	11.0%
t	4390163	9.9%
n	3432995	7.8%
a	2070255	4.7%
o	1922154	4.4%
u	1408443	3.2%
F	1374407	3.1%
R	1220430	2.8%
Other values (24)	12897246	29.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	44154563	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	5404918	12.2%
e	5166730	11.7%
r	4866822	11.0%
t	4390163	9.9%
n	3432995	7.8%
a	2070255	4.7%
o	1922154	4.4%
u	1408443	3.2%
F	1374407	3.1%
R	1220430	2.8%
Other values (24)	12897246	29.2%

VEHICLE_DAMAGE
Categorical

MISSING

Distinct	19
Distinct (%)	< 0.1%
Missing	1725730
Missing (%)	41.2%
Memory size	279.2 MiB

Center Front End	382597
Left Front Bumper	259182
Center Back End	255987
Right Front Bumper	238256
No Damage	232503
Other values (14)	1091494

Length

Max length	25
Median length	23
Mean length	17.114411
Min length	4

Characters and Unicode

Total characters	42101776
Distinct characters	34
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Left Front Quarter Panel
2nd row	Right Front Bumper
3rd row	Left Front Quarter Panel
4th row	Center Front End
5th row	Right Rear Bumper

Common Values

Value	Count	Frequency (%)
Center Front End	382597	9.1%
Left Front Bumper	259182	6.2%
Center Back End	255987	6.1%
Right Front Bumper	238256	5.7%
No Damage	232503	5.6%
Left Front Quarter Panel	171577	4.1%
Right Front Quarter Panel	166860	4.0%
Left Rear Quarter Panel	136235	3.3%
Left Side Doors	135595	3.2%
Left Rear Bumper	125079	3.0%
Other values (9)	356148	8.5%
(Missing)	1725730	41.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
front	1218472	16.1%
left	827668	10.9%
bumper	709483	9.3%
right	698601	9.2%
center	638584	8.4%
end	638584	8.4%
quarter	568019	7.5%
panel	568019	7.5%
rear	441627	5.8%
back	255987	3.4%
Other values (10)	1025203	13.5%

Most occurring characters

Value	Count	Frequency (%)
	5130228	12.2%
e	4940087	11.7%
r	4456135	10.6%
t	4000089	9.5%
n	3068608	7.3%
a	2305580	5.5%
o	1962673	4.7%
u	1280264	3.0%
F	1218472	2.9%
R	1145209	2.7%
Other values (24)	12594431	29.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	42101776	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	5130228	12.2%
e	4940087	11.7%
r	4456135	10.6%
t	4000089	9.5%
n	3068608	7.3%
a	2305580	5.5%
o	1962673	4.7%
u	1280264	3.0%
F	1218472	2.9%
R	1145209	2.7%
Other values (24)	12594431	29.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	42101776	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	5130228	12.2%
e	4940087	11.7%
r	4456135	10.6%
t	4000089	9.5%
n	3068608	7.3%
a	2305580	5.5%
o	1962673	4.7%
u	1280264	3.0%
F	1218472	2.9%
R	1145209	2.7%
Other values (24)	12594431	29.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	42101776	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	5130228	12.2%
e	4940087	11.7%
r	4456135	10.6%
t	4000089	9.5%
n	3068608	7.3%
a	2305580	5.5%
o	1962673	4.7%
u	1280264	3.0%
F	1218472	2.9%
R	1145209	2.7%
Other values (24)	12594431	29.9%

VEHICLE_DAMAGE_1
Categorical

MISSING

Distinct	19
Distinct (%)	< 0.1%
Missing	2601039
Missing (%)	62.1%
Memory size	268.7 MiB

No Damage	437596
Left Front Bumper	158265
Center Front End	149772
Right Front Bumper	126608
Left Front Quarter Panel	100756
Other values (14)	611713

Length

Max length	25
Median length	23
Mean length	15.71644
Min length	4

Characters and Unicode

Total characters	24906000
Distinct characters	34
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Right Front Quarter Panel
2nd row	No Damage
3rd row	Center Back End
4th row	Left Rear Quarter Panel
5th row	Right Front Quarter Panel

Common Values

Value	Count	Frequency (%)
No Damage	437596	10.5%
Left Front Bumper	158265	3.8%
Center Front End	149772	3.6%
Right Front Bumper	126608	3.0%
Left Front Quarter Panel	100756	2.4%
Right Front Quarter Panel	92310	2.2%
Left Rear Bumper	83214	2.0%
Right Rear Bumper	77745	1.9%
Left Rear Quarter Panel	71720	1.7%
Left Side Doors	71277	1.7%
Other values (9)	215447	5.1%
(Missing)	2601039	62.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
front	627711	13.7%
left	485232	10.6%
bumper	445832	9.8%
no	437596	9.6%
damage	437596	9.6%
right	415584	9.1%
quarter	320917	7.0%
panel	320917	7.0%
rear	288810	6.3%
end	212985	4.7%
Other values (10)	577645	12.6%

Most occurring characters

Value	Count	Frequency (%)
	2986115	12.0%
e	2897089	11.6%
r	2386084	9.6%
t	2088300	8.4%
a	1874100	7.5%
n	1378134	5.5%
o	1340076	5.4%
m	886239	3.6%
g	855512	3.4%
u	767953	3.1%
Other values (24)	7446398	29.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	24906000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	2986115	12.0%
e	2897089	11.6%
r	2386084	9.6%
t	2088300	8.4%
a	1874100	7.5%
n	1378134	5.5%
o	1340076	5.4%
m	886239	3.6%
g	855512	3.4%
u	767953	3.1%
Other values (24)	7446398	29.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	24906000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	2986115	12.0%
e	2897089	11.6%
r	2386084	9.6%
t	2088300	8.4%
a	1874100	7.5%
n	1378134	5.5%
o	1340076	5.4%
m	886239	3.6%
g	855512	3.4%
u	767953	3.1%
Other values (24)	7446398	29.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	24906000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	2986115	12.0%
e	2897089	11.6%
r	2386084	9.6%
t	2088300	8.4%
a	1874100	7.5%
n	1378134	5.5%
o	1340076	5.4%
m	886239	3.6%
g	855512	3.4%
u	767953	3.1%
Other values (24)	7446398	29.9%

VEHICLE_DAMAGE_2
Categorical

MISSING

Distinct	19
Distinct (%)	< 0.1%
Missing	2991845
Missing (%)	71.5%
Memory size	263.1 MiB

No Damage	563895
Right Front Bumper	119786
Left Front Bumper	71209
Center Front End	59219
Left Rear Bumper	58982
Other values (14)	320813

Length

Max length	25
Median length	24
Mean length	13.734143
Min length	4

Characters and Unicode

Total characters	16397248
Distinct characters	34
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No Damage
2nd row	Left Rear Bumper
3rd row	Right Front Bumper
4th row	No Damage
5th row	No Damage

Common Values

Value	Count	Frequency (%)
No Damage	563895	13.5%
Right Front Bumper	119786	2.9%
Left Front Bumper	71209	1.7%
Center Front End	59219	1.4%
Left Rear Bumper	58982	1.4%
Left Front Quarter Panel	44918	1.1%
Right Rear Bumper	42469	1.0%
Right Front Quarter Panel	39256	0.9%
Left Rear Quarter Panel	37599	0.9%
Right Rear Quarter Panel	37364	0.9%
Other values (9)	119207	2.8%
(Missing)	2991845	71.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
no	563895	18.1%
damage	563895	18.1%
front	334388	10.7%
bumper	292446	9.4%
right	264548	8.5%
left	242613	7.8%
rear	176414	5.7%
quarter	159137	5.1%
panel	159137	5.1%
end	90685	2.9%
Other values (10)	265470	8.5%

Most occurring characters

Value	Count	Frequency (%)
	1918724	11.7%
e	1866194	11.4%
a	1658426	10.1%
r	1302128	7.9%
t	1118109	6.8%
o	1013831	6.2%
m	858137	5.2%
g	830594	5.1%
n	677838	4.1%
D	621269	3.8%
Other values (24)	4531998	27.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	16397248	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	1918724	11.7%
e	1866194	11.4%
a	1658426	10.1%
r	1302128	7.9%
t	1118109	6.8%
o	1013831	6.2%
m	858137	5.2%
g	830594	5.1%
n	677838	4.1%
D	621269	3.8%
Other values (24)	4531998	27.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	16397248	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	1918724	11.7%
e	1866194	11.4%
a	1658426	10.1%
r	1302128	7.9%
t	1118109	6.8%
o	1013831	6.2%
m	858137	5.2%
g	830594	5.1%
n	677838	4.1%
D	621269	3.8%
Other values (24)	4531998	27.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	16397248	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	1918724	11.7%
e	1866194	11.4%
a	1658426	10.1%
r	1302128	7.9%
t	1118109	6.8%
o	1013831	6.2%
m	858137	5.2%
g	830594	5.1%
n	677838	4.1%
D	621269	3.8%
Other values (24)	4531998	27.6%

VEHICLE_DAMAGE_3
Categorical

IMBALANCE MISSING

Distinct	19
Distinct (%)	< 0.1%
Missing	3270248
Missing (%)	78.1%
Memory size	259.3 MiB

No Damage	650342
Center Front End	31656
Other	31361
Right Front Bumper	26206
Left Front Bumper	25271
Other values (14)	150665

Length

Max length	25
Median length	9
Mean length	11.32324
Min length	4

Characters and Unicode

Total characters	10366438
Distinct characters	34
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No Damage
2nd row	No Damage
3rd row	No Damage
4th row	No Damage
5th row	No Damage

Common Values

Value	Count	Frequency (%)
No Damage	650342	15.5%
Center Front End	31656	0.8%
Other	31361	0.7%
Right Front Bumper	26206	0.6%
Left Front Bumper	25271	0.6%
Left Front Quarter Panel	24371	0.6%
Right Front Quarter Panel	21325	0.5%
Center Back End	17508	0.4%
Left Rear Quarter Panel	15533	0.4%
Left Rear Bumper	15177	0.4%
Other values (9)	56751	1.4%
(Missing)	3270248	78.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
no	650342	31.1%
damage	650342	31.1%
front	128829	6.2%
left	92468	4.4%
right	83620	4.0%
bumper	78476	3.8%
quarter	74879	3.6%
panel	74879	3.6%
rear	56182	2.7%
end	49164	2.4%
Other values (10)	152045	7.3%

Most occurring characters

Value	Count	Frequency (%)
a	1531471	14.8%
e	1193939	11.5%
	1175725	11.3%
o	829832	8.0%
g	737549	7.1%
m	731377	7.1%
D	675634	6.5%
N	650342	6.3%
r	529428	5.1%
t	461238	4.4%
Other values (24)	1849903	17.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	10366438	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	1531471	14.8%
e	1193939	11.5%
	1175725	11.3%
o	829832	8.0%
g	737549	7.1%
m	731377	7.1%
D	675634	6.5%
N	650342	6.3%
r	529428	5.1%
t	461238	4.4%
Other values (24)	1849903	17.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	10366438	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	1531471	14.8%
e	1193939	11.5%
	1175725	11.3%
o	829832	8.0%
g	737549	7.1%
m	731377	7.1%
D	675634	6.5%
N	650342	6.3%
r	529428	5.1%
t	461238	4.4%
Other values (24)	1849903	17.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	10366438	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	1531471	14.8%
e	1193939	11.5%
	1175725	11.3%
o	829832	8.0%
g	737549	7.1%
m	731377	7.1%
D	675634	6.5%
N	650342	6.3%
r	529428	5.1%
t	461238	4.4%
Other values (24)	1849903	17.8%

PUBLIC_PROPERTY_DAMAGE
Categorical

IMBALANCE MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	1528858
Missing (%)	36.5%
Memory size	243.3 MiB

N	2323722
Unspecified	317977
Y	15192

Length

Max length	11
Median length	1
Mean length	2.1968011
Min length	1

Characters and Unicode

Total characters	5836661
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	N
2nd row	N
3rd row	N
4th row	N
5th row	N

Common Values

Value	Count	Frequency (%)
N	2323722	55.5%
Unspecified	317977	7.6%
Y	15192	0.4%
(Missing)	1528858	36.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
n	2323722	87.5%
unspecified	317977	12.0%
y	15192	0.6%

Most occurring characters

Value	Count	Frequency (%)
N	2323722	39.8%
e	635954	10.9%
i	635954	10.9%
U	317977	5.4%
n	317977	5.4%
s	317977	5.4%
p	317977	5.4%
c	317977	5.4%
f	317977	5.4%
d	317977	5.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5836661	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	2323722	39.8%
e	635954	10.9%
i	635954	10.9%
U	317977	5.4%
n	317977	5.4%
s	317977	5.4%
p	317977	5.4%
c	317977	5.4%
f	317977	5.4%
d	317977	5.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5836661	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	2323722	39.8%
e	635954	10.9%
i	635954	10.9%
U	317977	5.4%
n	317977	5.4%
s	317977	5.4%
p	317977	5.4%
c	317977	5.4%
f	317977	5.4%
d	317977	5.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5836661	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	2323722	39.8%
e	635954	10.9%
i	635954	10.9%
U	317977	5.4%
n	317977	5.4%
s	317977	5.4%
p	317977	5.4%
c	317977	5.4%
f	317977	5.4%
d	317977	5.4%

PUBLIC_PROPERTY_DAMAGE_TYPE
Text

MISSING

Distinct	19198
Distinct (%)	73.2%
Missing	4159532
Missing (%)	99.4%
Memory size	129.3 MiB

Length

Max length	866
Median length	383
Mean length	38.39852
Min length	1

Characters and Unicode

Total characters	1006694
Distinct characters	61
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	18215 ?
Unique (%)	69.5%

Sample

1st row	UTILITY POLE
2nd row	PASSENGER FRONT SIDE DAMAGED
3rd row	FENCE OF A SCHOOL IN THE BACK
4th row	POWERLINE CABLES IN FRONT OF 4236 BEDFORD AVENUE
5th row	BRICK FENCE WAS STRUCK BY MV1 WHEN TRYING TO PARK.

Value	Count	Frequency (%)
fence	6179	3.6%
of	5954	3.4%
and	4795	2.8%
to	4379	2.5%
the	3906	2.2%
pole	3753	2.2%
damage	3383	1.9%
front	2954	1.7%
vehicle	2698	1.6%
light	2477	1.4%
Other values (11801)	133124	76.7%

Most occurring characters

Value	Count	Frequency (%)
	147385	14.6%
E	98251	9.8%
A	68999	6.9%
T	65545	6.5%
O	62299	6.2%
N	61591	6.1%
I	55333	5.5%
R	52986	5.3%
D	42379	4.2%
L	40232	4.0%
Other values (51)	311694	31.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1006694	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	147385	14.6%
E	98251	9.8%
A	68999	6.9%
T	65545	6.5%
O	62299	6.2%
N	61591	6.1%
I	55333	5.5%
R	52986	5.3%
D	42379	4.2%
L	40232	4.0%
Other values (51)	311694	31.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1006694	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	147385	14.6%
E	98251	9.8%
A	68999	6.9%
T	65545	6.5%
O	62299	6.2%
N	61591	6.1%
I	55333	5.5%
R	52986	5.3%
D	42379	4.2%
L	40232	4.0%
Other values (51)	311694	31.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1006694	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	147385	14.6%
E	98251	9.8%
A	68999	6.9%
T	65545	6.5%
O	62299	6.2%
N	61591	6.1%
I	55333	5.5%
R	52986	5.3%
D	42379	4.2%
L	40232	4.0%
Other values (51)	311694	31.0%

CONTRIBUTING_FACTOR_1
Text

MISSING

Distinct	61
Distinct (%)	< 0.1%
Missing	148303
Missing (%)	3.5%
Memory size	286.8 MiB

Length

Max length	53
Median length	11
Mean length	16.314718
Min length	1

Characters and Unicode

Total characters	65869792
Distinct characters	55
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Unspecified
2nd row	Driver Inattention/Distraction
3rd row	Driver Inattention/Distraction
4th row	Unspecified
5th row	Other Vehicular

Value	Count	Frequency (%)
unspecified	2372696	36.4%
driver	554052	8.5%
inattention/distraction	514304	7.9%
too	193911	3.0%
closely	193911	3.0%
to	171857	2.6%
failure	149257	2.3%
yield	142195	2.2%
right-of-way	142195	2.2%
following	133086	2.0%
Other values (96)	1955174	30.0%

Most occurring characters

Value	Count	Frequency (%)
i	8576868	13.0%
e	8049142	12.2%
n	5785046	8.8%
s	4067067	6.2%
t	3458998	5.3%
c	3426454	5.2%
r	2949697	4.5%
o	2880880	4.4%
d	2852972	4.3%
f	2800665	4.3%
Other values (45)	21022003	31.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	65869792	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	8576868	13.0%
e	8049142	12.2%
n	5785046	8.8%
s	4067067	6.2%
t	3458998	5.3%
c	3426454	5.2%
r	2949697	4.5%
o	2880880	4.4%
d	2852972	4.3%
f	2800665	4.3%
Other values (45)	21022003	31.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	65869792	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	8576868	13.0%
e	8049142	12.2%
n	5785046	8.8%
s	4067067	6.2%
t	3458998	5.3%
c	3426454	5.2%
r	2949697	4.5%
o	2880880	4.4%
d	2852972	4.3%
f	2800665	4.3%
Other values (45)	21022003	31.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	65869792	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	8576868	13.0%
e	8049142	12.2%
n	5785046	8.8%
s	4067067	6.2%
t	3458998	5.3%
c	3426454	5.2%
r	2949697	4.5%
o	2880880	4.4%
d	2852972	4.3%
f	2800665	4.3%
Other values (45)	21022003	31.9%

CONTRIBUTING_FACTOR_2
Text

MISSING

Distinct	56
Distinct (%)	< 0.1%
Missing	1688054
Missing (%)	40.3%
Memory size	220.0 MiB

Length

Max length	53
Median length	11
Mean length	13.748036
Min length	1

Characters and Unicode

Total characters	34338402
Distinct characters	53
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Unspecified
2nd row	Unsafe Lane Changing
3rd row	Unspecified
4th row	Unspecified
5th row	Unspecified

Value	Count	Frequency (%)
unspecified	1958940	57.9%
driver	171806	5.1%
inattention/distraction	139153	4.1%
too	85262	2.5%
closely	85262	2.5%
lane	61730	1.8%
passing	59541	1.8%
following	58590	1.7%
unsafe	55755	1.6%
to	51168	1.5%
Other values (94)	654367	19.4%

Most occurring characters

Value	Count	Frequency (%)
e	5109609	14.9%
i	5058714	14.7%
n	3051663	8.9%
s	2501830	7.3%
c	2247984	6.5%
p	2148389	6.3%
d	2118406	6.2%
f	2115093	6.2%
U	2068417	6.0%
r	938728	2.7%
Other values (43)	6979569	20.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	34338402	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	5109609	14.9%
i	5058714	14.7%
n	3051663	8.9%
s	2501830	7.3%
c	2247984	6.5%
p	2148389	6.3%
d	2118406	6.2%
f	2115093	6.2%
U	2068417	6.0%
r	938728	2.7%
Other values (43)	6979569	20.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	34338402	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	5109609	14.9%
i	5058714	14.7%
n	3051663	8.9%
s	2501830	7.3%
c	2247984	6.5%
p	2148389	6.3%
d	2118406	6.2%
f	2115093	6.2%
U	2068417	6.0%
r	938728	2.7%
Other values (43)	6979569	20.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	34338402	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	5109609	14.9%
i	5058714	14.7%
n	3051663	8.9%
s	2501830	7.3%
c	2247984	6.5%
p	2148389	6.3%
d	2118406	6.2%
f	2115093	6.2%
U	2068417	6.0%
r	938728	2.7%
Other values (43)	6979569	20.3%

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	UNIQUE_ID	COLLISION_ID	CRASH_DATE	CRASH_TIME	VEHICLE_ID	STATE_REGISTRATION	VEHICLE_TYPE	VEHICLE_MAKE	VEHICLE_MODEL	VEHICLE_YEAR	TRAVEL_DIRECTION	VEHICLE_OCCUPANTS	DRIVER_SEX	DRIVER_LICENSE_STATUS	DRIVER_LICENSE_JURISDICTION	PRE_CRASH	POINT_OF_IMPACT	VEHICLE_DAMAGE	VEHICLE_DAMAGE_1	VEHICLE_DAMAGE_2	VEHICLE_DAMAGE_3	PUBLIC_PROPERTY_DAMAGE	PUBLIC_PROPERTY_DAMAGE_TYPE	CONTRIBUTING_FACTOR_1	CONTRIBUTING_FACTOR_2
0	10385780	100201	09/07/2012	9:03	1	NY	PASSENGER VEHICLE	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Unspecified	NaN
1	19140702	4213082	09/23/2019	8:15	0553ab4d-9500-4cba-8d98-f4d7f89d5856	NY	Station Wagon/Sport Utility Vehicle	TOYT -CAR/SUV	NaN	2002.0	North	1.0	M	Licensed	NY	Going Straight Ahead	Left Front Bumper	Left Front Quarter Panel	NaN	NaN	NaN	N	NaN	Driver Inattention/Distraction	Unspecified
2	14887647	3307608	10/02/2015	17:18	2	NY	TAXI	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Going Straight Ahead	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Driver Inattention/Distraction	NaN
3	14889754	3308693	10/04/2015	20:34	1	NY	PASSENGER VEHICLE	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Parked	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Unspecified	NaN
4	14400270	297666	04/25/2013	21:15	1	NY	PASSENGER VEHICLE	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Other Vehicular	NaN
5	17044639	3434155	05/02/2016	17:35	219456	NY	4 dr sedan	MERZ -CAR/SUV	NaN	2015.0	East	2.0	M	Licensed	FL	Merging	Right Front Bumper	Right Front Bumper	Right Front Quarter Panel	NaN	NaN	N	NaN	Driver Inattention/Distraction	Unsafe Lane Changing
6	19138701	4229067	10/24/2019	13:15	c53b43d9-419a-4ab1-9361-3f2979078d89	NY	Bus	FRHT-TRUCK/BUS	NaN	2006.0	East	13.0	M	Licensed	NY	Parked	Left Front Quarter Panel	Left Front Quarter Panel	NaN	NaN	NaN	N	NaN	Unspecified	Unspecified
7	17303317	3503027	08/18/2016	12:39	672828	NY	Station Wagon/Sport Utility Vehicle	FORD -CAR/SUV	NaN	2005.0	Southwest	2.0	F	Licensed	NY	Going Straight Ahead	Center Front End	Center Front End	No Damage	No Damage	No Damage	N	NaN	Driver Inattention/Distraction	Unspecified
8	12254536	196425	07/16/2013	11:20	1	NY	PASSENGER VEHICLE	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Unspecified	NaN
9	11804847	2975897	11/26/2012	18:12	2	NY	PASSENGER VEHICLE	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Driver Inattention/Distraction	NaN

	UNIQUE_ID	COLLISION_ID	CRASH_DATE	CRASH_TIME	VEHICLE_ID	STATE_REGISTRATION	VEHICLE_TYPE	VEHICLE_MAKE	VEHICLE_MODEL	VEHICLE_YEAR	TRAVEL_DIRECTION	VEHICLE_OCCUPANTS	DRIVER_SEX	DRIVER_LICENSE_STATUS	DRIVER_LICENSE_JURISDICTION	PRE_CRASH	POINT_OF_IMPACT	VEHICLE_DAMAGE	VEHICLE_DAMAGE_1	VEHICLE_DAMAGE_2	VEHICLE_DAMAGE_3	PUBLIC_PROPERTY_DAMAGE	PUBLIC_PROPERTY_DAMAGE_TYPE	CONTRIBUTING_FACTOR_1	CONTRIBUTING_FACTOR_2
4185739	20644490	4722012	05/03/2024	15:45	f230e065-53a4-48e2-8de3-5b583563a05b	NY	Sedan	HOND -CAR/SUV	NaN	2015.0	West	2.0	M	Licensed	NY	Going Straight Ahead	Left Side Doors	Left Side Doors	Left Rear Quarter Panel	Left Front Quarter Panel	NaN	N	NaN	Unspecified	Unspecified
4185740	20642932	4721285	05/01/2024	15:13	22263e4c-35fe-4fc4-88c0-b5cbef767b42	NY	Sedan	TOYT -CAR/SUV	NaN	2022.0	East	1.0	M	Licensed	NY	Backing	Other	Other	Other	No Damage	No Damage	N	NaN	Unspecified	Unspecified
4185741	20642623	4721308	05/01/2024	14:05	06c02285-3d71-43f9-a91f-f4959f63e4ab	NY	Sedan	HOND -CAR/SUV	NaN	2008.0	North	1.0	M	Licensed	NY	Going Straight Ahead	Center Front End	Center Front End	Left Front Bumper	Right Front Bumper	NaN	N	NaN	Unspecified	Unspecified
4185742	20644037	4721833	05/03/2024	8:00	19237a84-aae5-4c05-a6a7-b9cb3176f698	NJ	Van	NaN	NaN	2022.0	East	2.0	M	Permit	NY	Starting in Traffic	Left Front Bumper	No Damage	No Damage	NaN	NaN	N	NaN	Unspecified	Unspecified
4185743	20643070	4721416	05/01/2024	16:20	001e5437-a4e6-492c-a180-1a6b30a104c3	NY	Station Wagon/Sport Utility Vehicle	TOYT -CAR/SUV	NaN	2022.0	East	1.0	M	Licensed	NY	Making U Turn	Center Front End	Center Front End	NaN	NaN	NaN	N	NaN	Turning Improperly	Unspecified
4185744	20643801	4721658	05/02/2024	19:00	9b543b1f-5f75-4e2d-81fb-6e41bf199abe	NY	Station Wagon/Sport Utility Vehicle	HOND -CAR/SUV	NaN	2023.0	West	1.0	M	Licensed	NY	Going Straight Ahead	Left Front Bumper	No Damage	No Damage	No Damage	No Damage	N	NaN	Unspecified	Unspecified
4185745	20643500	4721719	05/01/2024	19:45	40b07e63-d0c5-484c-b4ad-b0c5c14a025a	NY	Sedan	CHEV -CAR/SUV	NaN	2019.0	South	1.0	M	Licensed	NY	Making Right Turn	Left Front Quarter Panel	Left Front Bumper	No Damage	No Damage	No Damage	N	NaN	Driver Inattention/Distraction	Unspecified
4185746	20644164	4721842	05/03/2024	6:19	f75830c9-55a6-4045-91ae-8482f12da8ea	NY	Sedan	TOYT -CAR/SUV	NaN	1996.0	North	1.0	M	Licensed	NY	Going Straight Ahead	Center Front End	Center Front End	Right Front Bumper	No Damage	No Damage	N	NaN	Unspecified	Unspecified
4185747	20643871	4721567	04/28/2024	20:45	30a07aba-062d-4626-8f52-e1606d87ca22	NaN	GARBAGE TR	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Unspecified	NaN	NaN	NaN
4185748	20644806	4721961	05/03/2024	19:34	a00495ce-4978-4ab4-9fa8-012545ed51d3	NY	Station Wagon/Sport Utility Vehicle	JEEP -CAR/SUV	NaN	2005.0	South	1.0	M	Licensed	NY	Going Straight Ahead	Center Front End	Center Front End	NaN	NaN	NaN	N	NaN	Following Too Closely	Unspecified

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)